saurabh619/archie-reflex-gate0

Archie Reflex — Gate-0 Dataset (100,000 Audited Rows)

Archie Reflex is a single-transition controller architecture over structured UI and 3D scene state:

$$\text{instruction}\to \{\text{EXECUTE(action)}\mid \text{ABSTAIN(reason)}\}\backslash text\{instruction\}\; \backslash rightarrow\; \backslash \{\backslash text\{EXECUTE(action)\}\; \backslash mid\; \backslash text\{ABSTAIN(reason)\}\backslash \}$$

This Gate-0 dataset provides 100,000 audited training and evaluation rows divided into 10 deterministic 10,000-row shards covering single-step Action IR with a target-runtime backend label (blender, threejs, bevy, motionvector).

Provenance. Rows are generated by a deterministic Python generator from a synthetic scene schema. Scalar spans are computed mechanically at render time and are exact by construction. The backend field is a target-runtime label assigned at generation; no engine executed these actions. Execution-verified corpora from this project are separate and smaller: gate1-10k (10,000 rows, headless Chromium, Playwright, per-row state predicates) and the Blender R1 corpus (5,004 rows, headless Blender, replayed twice, post-state hash matched). Treat this set as schema-grounded supervision for verb/target/span heads, not as an execution benchmark.

Static audit: 0 span-integrity failures, 0 invariant violations

• Total Rows: 100,000
• Shards: 10 (10,000 rows each)
• Total Size: 34.6 MB (Zstandard Parquet)
• Span Integrity: 0 failures across 100,000 rows (100.0% exact match on Unicode code-point offsets $[start, end)$)
• Positive / Negative Balance:
  • Positive Executions: ~60.5% (balanced across all 10 positive verbs)
  • Negative Abstentions: ~39.5% (balanced across entity_hallucination, ambiguous_or_underspecified, out_of_domain_creative_planning)
• Invariants: 0 violations (every positive action references a valid entity or created primitive; every negative action abstains cleanly).

Schema

Column	Type	Description
id	string	Unique record identifier (e.g. blender_000000000042)
row_index	int64	Global deterministic index
backend	string	Target runtime (blender, threejs, bevy, motionvector)
user_delta	string	Surface-form natural language instruction
execute	int32	Whether to execute (1) or abstain (0)
verb	string	Gold action verb (translate, rotate, scale, etc., or abstain)
target_entity	string	Target entity identifier (or null for new primitives / abstentions)
axis	string	Spatial axis if applicable (X, Y, Z)
scalar_value	float64	Target float value
scalar_span_start	int32	Character start index of argument span
scalar_span_end	int32	Character end index of argument span
scalar_text	string	Exact substring slice from user_delta
scalar_role	string	argument or distractor
negative_category	string	Typed failure code if execute == 0
pre_state_json	string	Complete JSON scene observation
gold_action_json	string	Complete canonical Action IR